caching

LLM pipelines aren’t just prompts and models — they’re grounded, verified, cached, and resilient systems. This Field Note breaks down pragmatic patterns like retrieval grounding, verification checks, caching strategies, and reliability practices that keep AI systems dependable beyond demos.